Triple
T2636575
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Somerset |
E59760
|
entity |
| Predicate | hasTown |
P847
|
FINISHED |
| Object |
Shepton Mallet
Shepton Mallet is a historic market town in Somerset, England, known for its former prison, brewing and cider-making heritage, and role as a regional commercial center.
|
E283617
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Shepton Mallet | Statement: [Somerset, hasTown, Shepton Mallet]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shepton Mallet Context triple: [Somerset, hasTown, Shepton Mallet]
-
A.
Sherborne
Sherborne is a small rural village in West Oxfordshire, England, known for its traditional Cotswold stone buildings and picturesque countryside setting.
-
B.
Sturminster Marshall
Sturminster Marshall is a village and civil parish in Dorset, England, known for its rural character and historic parish church.
-
C.
Shrivenham
Shrivenham is a village in Oxfordshire, England, known for its historic high street, rural setting, and association with nearby military and academic institutions.
-
D.
Bridgwater
Bridgwater is a historic market town in Somerset, England, known for its maritime heritage and role in regional trade and industry.
-
E.
Ilchester
Ilchester is a historic village and former Roman town in Somerset, England, known for its strategic location and long-standing military and transport connections.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Shepton Mallet Triple: [Somerset, hasTown, Shepton Mallet]
Generated description
Shepton Mallet is a historic market town in Somerset, England, known for its former prison, brewing and cider-making heritage, and role as a regional commercial center.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shepton Mallet Target entity description: Shepton Mallet is a historic market town in Somerset, England, known for its former prison, brewing and cider-making heritage, and role as a regional commercial center.
-
A.
Sherborne
Sherborne is a small rural village in West Oxfordshire, England, known for its traditional Cotswold stone buildings and picturesque countryside setting.
-
B.
Sturminster Marshall
Sturminster Marshall is a village and civil parish in Dorset, England, known for its rural character and historic parish church.
-
C.
Shrivenham
Shrivenham is a village in Oxfordshire, England, known for its historic high street, rural setting, and association with nearby military and academic institutions.
-
D.
Bridgwater
Bridgwater is a historic market town in Somerset, England, known for its maritime heritage and role in regional trade and industry.
-
E.
Ilchester
Ilchester is a historic village and former Roman town in Somerset, England, known for its strategic location and long-standing military and transport connections.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69ab4ac8596c8190b34997e73d9e991c |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abd8e1fffc81908e4921690098c8db |
completed | March 7, 2026, 7:50 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af90b3e9b48190857ae21022a4fb15 |
completed | March 10, 2026, 3:32 a.m. |
| NEDg | Description generation | batch_69af922043508190a9a9ceced2425109 |
completed | March 10, 2026, 3:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af927bb1d0819081ab11eb4470e28d |
completed | March 10, 2026, 3:39 a.m. |
Created at: March 6, 2026, 9:50 p.m.